Replication Files for 
"The Shape of and Solutions to the MTurk Quality Crisis"

Folders:
Replication Files -- Includes all the needed sub-folders, as well as the R Project file.
Replication Files -> Code -- Contains the Stata and R code used to create the charts and tables from the main text.
Replication Files -> Data -- Contains the two .dta (Stata) data files for the retrospective studies and the subfolders for additional analyses.
Replication Files -> Data -> Audit Studies -- Contains the data from the 38 audit studies. IP Addresses have been removed since some institutions count this as identifying information. If you need this data, please contact the authors.
Replication Files -> Data -> Comparison Data -- Contains the data comparing IP Hub, IPVoid, and AbuseIPDB. IP Addresses have been removed since some institions count this as identifying information. If you need this data, please contact the authors.
Replication Files -> Code -- Contains all the code for replication of the results in the main text. The two Stata .do files replicate the analysis of the retrospective studies. The .R file contains the code for the audit and the comparison of IP trace services. The code for leveraging the "rIP" package for tracing IP addresses is included for reference, but commented out since IP addresses are not included in the data files. There is no <main> code file. All files run independently. 
Replication Files -> Output Figures -- Contains the .gph Stata figure files. These are included for viewing and editing in Stata.
Replication Files -> Log Files -- Contails Stata log files for the analyses of the retrospective studies and a pdf created in R Markdown for the audit study and comparison between IP tracking services.